AzureMachineLearningIndexChatExtensionConfiguration Class

Definition

A specific representation of configurable options for Azure Machine Learning vector index when using it as an Azure OpenAI chat extension.

public class AzureMachineLearningIndexChatExtensionConfiguration : Azure.AI.OpenAI.AzureChatExtensionConfiguration, System.ClientModel.Primitives.IJsonModel<Azure.AI.OpenAI.AzureMachineLearningIndexChatExtensionConfiguration>, System.ClientModel.Primitives.IPersistableModel<Azure.AI.OpenAI.AzureMachineLearningIndexChatExtensionConfiguration>
type AzureMachineLearningIndexChatExtensionConfiguration = class
    inherit AzureChatExtensionConfiguration
    interface IJsonModel<AzureMachineLearningIndexChatExtensionConfiguration>
    interface IPersistableModel<AzureMachineLearningIndexChatExtensionConfiguration>
Public Class AzureMachineLearningIndexChatExtensionConfiguration
Inherits AzureChatExtensionConfiguration
Implements IJsonModel(Of AzureMachineLearningIndexChatExtensionConfiguration), IPersistableModel(Of AzureMachineLearningIndexChatExtensionConfiguration)
Inheritance
AzureMachineLearningIndexChatExtensionConfiguration
Implements

Constructors

AzureMachineLearningIndexChatExtensionConfiguration()

Initializes a new instance of AzureMachineLearningIndexChatExtensionConfiguration.

Properties

Authentication

The authentication method to use when accessing the defined data source. Each data source type supports a specific set of available authentication methods; please see the documentation of the data source for supported mechanisms. If not otherwise provided, On Your Data will attempt to use System Managed Identity (default credential) authentication. Please note OnYourDataAuthenticationOptions is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include OnYourDataAccessTokenAuthenticationOptions, OnYourDataApiKeyAuthenticationOptions, OnYourDataConnectionStringAuthenticationOptions, OnYourDataEncodedApiKeyAuthenticationOptions, OnYourDataKeyAndKeyIdAuthenticationOptions, OnYourDataSystemAssignedManagedIdentityAuthenticationOptions and OnYourDataUserAssignedManagedIdentityAuthenticationOptions.

DocumentCount

The configured top number of documents to feature for the configured query.

Filter

Search filter. Only supported if the Azure Machine Learning vector index is of type AzureSearch.

Name

The Azure Machine Learning index name.

ProjectResourceId

The resource ID of the Azure Machine Learning project.

RoleInformation

Give the model instructions about how it should behave and any context it should reference when generating a response. You can describe the assistant's personality and tell it how to format responses. There's a 100 token limit for it, and it counts against the overall token limit.

ShouldRestrictResultScope

Whether queries should be restricted to use of indexed data.

Strictness

The configured strictness of the search relevance filtering. The higher of strictness, the higher of the precision but lower recall of the answer.

Version

The version of the Azure Machine Learning index.

Explicit Interface Implementations

IJsonModel<AzureChatExtensionConfiguration>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

(Inherited from AzureChatExtensionConfiguration)
IJsonModel<AzureChatExtensionConfiguration>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

(Inherited from AzureChatExtensionConfiguration)
IJsonModel<AzureMachineLearningIndexChatExtensionConfiguration>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

IJsonModel<AzureMachineLearningIndexChatExtensionConfiguration>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

IPersistableModel<AzureChatExtensionConfiguration>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

(Inherited from AzureChatExtensionConfiguration)
IPersistableModel<AzureChatExtensionConfiguration>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

(Inherited from AzureChatExtensionConfiguration)
IPersistableModel<AzureChatExtensionConfiguration>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

(Inherited from AzureChatExtensionConfiguration)
IPersistableModel<AzureMachineLearningIndexChatExtensionConfiguration>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<AzureMachineLearningIndexChatExtensionConfiguration>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

IPersistableModel<AzureMachineLearningIndexChatExtensionConfiguration>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to